Weather Dashboard

Column

Chart A

tmax_noaa = noaa_tidy |> 
  group_by(id, year, month) |>  
  summarize(mean_tmax = mean(tmax, na.rm = TRUE))

## `summarise()` has grouped output by 'id', 'year'. You can override using the
## `.groups` argument.

tmax_noaa |> 
    plot_ly(
        x = ~year, y = ~mean_tmax, color = ~ month,
    type = "scatter", mode = "markers", alpha = .5, text = "Data from the NOAA dataset"
    )

## Warning: Ignoring 36342 observations

## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors

## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors

Column

Chart B

tmax_noaa |>
    plot_ly(
        y = ~mean_tmax, color = ~month,
        type = "box", colors = "viridis")

## Warning: Ignoring 36342 observations

Chart C

tmax_noaa |>
    plot_ly(
        x = ~month, y = ~mean_tmax,
        type = "bar", colors = "viridis")

## Warning: Ignoring 36342 observations